Articles with "nifl statistical" as a keyword



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NIFL: A Statistical Measures-Based Method for Client Selection in Federated Learning

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Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3225407

Abstract: Federated learning (FL) has been proposed as a machine learning approach to collaboratively learn a shared prediction model. Although, during FL training, only a subset of workers participate in each round, existing approaches introduce model… read more here.

Keywords: federated learning; statistical measures; model; measures based ... See more keywords